Text smoothness detection method and device, equipment and computer readable storage medium
A detection method and text technology, which is applied in computing, instruments, electrical digital data processing, etc., and can solve the problems of low accuracy of text fluency detection technology
Pending Publication Date: 2021-02-05
PING AN TECH (SHENZHEN) CO LTD
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[0005] The main purpose of the present invention is to provide a text smoothness detection method, device, equipment and computer-readable storage medium, aiming to solve the technical problem of low accuracy of the existing text smoothness detection technology
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[0073] Based on the first embodiment, the second embodiment of the text fluency detection method of the present invention is proposed, referring to image 3 , in this embodiment, step S20 includes:
[0074] Step S21, input the part-of-speech information corresponding to the text to be detected into the word vector model, and determine the part-of-speech related information of the words in the text to be detected;
[0075] Step S22, input the text to be detected into the bidirectional transform coding model, and output semantic information of words in the text to be detected.
[0076] In this embodiment, after obtaining the part-of-speech information corresponding to the text to be detected, the text to be detected is input into the word vector model, so that the word vector model can analyze the association of each word of the text to be detected based on the part-of-speech information of the text to be detected relationship to obtain the part-of-speech association informatio...
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The invention discloses a text smoothness detection method and device, and equipment and a computer readable storage medium, and the method comprises the steps: obtaining a to-be-detected text, sequentially carrying out the word segmentation and part-of-speech analysis of the to-be-detected text, and obtaining the part-of-speech information corresponding to the to-be-detected text; determining part-of-speech associated information of words in the to-be-detected text based on the part-of-speech information corresponding to the to-be-detected text, and determining semantic information of the words in the to-be-detected text based on the to-be-detected text; fusing the part-of-speech associated information and the semantic information corresponding to the to-be-detected text to obtain sentence feature information corresponding to the to-be-detected text; and inputting the sentence feature information into a pre-stored neural network classifier to perform smoothness prediction on the to-be-detected text to obtain a text smoothness result of the to-be-detected text. The technical problem that an existing text smoothness detection technology is low in precision is solved, and the text smoothness detection precision is improved.
Description
technical field [0001] The present invention relates to the technical field of natural language processing, in particular to a text fluency detection method, device, equipment and computer-readable storage medium. Background technique [0002] Text fluency refers to judging whether a sentence or a paragraph conforms to the way of human speech, and whether it is readable and understandable in terms of grammar and semantics. Text fluency has many related applications in the field of natural language processing. For example, in machine translation, it is judged whether the automatically translated sentences are smooth; in text summary generation, it is judged whether the automatically generated abstract is smooth; Whether the written sentence is fluent and so on. [0003] At present, there are two types of methods for judging the fluency of texts. One is to formulate human language paradigms through linguistics. For example, declarative sentences are composed of subject-predic...
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IPC IPC(8): G06F40/205G06F40/289G06F40/30
CPCG06F40/289G06F40/30G06F40/205
Inventor 郑立颖徐亮
Owner PING AN TECH (SHENZHEN) CO LTD